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1. Optimization-Methods-in-ML Optimization-Methods-in-ML Public

   Implementation of various optimization algorithms like steepest gradient descent, Newton's method, conjugate gradient descent, quasi-newton method, etc., in C++.

   C++ 1

2. Agentic-RAG-with-Search Agentic-RAG-with-Search Public

   RAG with Seach capabilities using Lang graph with question routing and self-reflection.

   Jupyter Notebook 2

3. nanograd nanograd Public

   A C++ based auto grad engine dynamically build over DAG which allow detailed backtracking of each neuron's operations.

   C++

4. Self-Improving-SQL-Agent- Self-Improving-SQL-Agent- Public

   A pipeline for making robust text-to-SQL agent for your own database.

   Python 2